dgrAudit-ready decision artifacts for LLM outputs — assumptions, risks, recommendation, and review gating (schema-valid JSON).
Install via ClawdBot CLI:
clawdbot install sapenov/dgrGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://www.clawhub.ai/sapenov/dgrAudited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
A bank uses DGR to assess loan applications, documenting assumptions about applicant credit history and risks of default. The JSON artifact provides an auditable trail for compliance reviews and internal audits, ensuring decisions are transparent and reviewable.
Medical professionals employ DGR to evaluate treatment options for patients, outlining assumptions based on medical history and risks of side effects. The structured output aids in multidisciplinary team reviews and regulatory documentation for high-stakes care decisions.
An IT team applies DGR during cybersecurity incidents to document assumptions about attack vectors and risks of system downtime. The artifact facilitates post-incident reviews and compliance with incident management protocols, enhancing traceability and accountability.
Law firms use DGR to formulate case strategies, detailing assumptions about evidence admissibility and risks of unfavorable rulings. The JSON record supports client consultations and audit trails for ethical and procedural oversight in legal proceedings.
Manufacturing companies leverage DGR to analyze supply chain disruptions, assuming supplier reliability and risks of production delays. The output enables structured decision-making and audit logs for operational reviews and stakeholder reporting.
Offer DGR as a cloud-based service with tiered pricing based on usage volume and mode features (e.g., dgr_min for basic, dgr_strict for premium). Revenue is generated through monthly or annual subscriptions, targeting enterprises needing auditable decision support.
Provide DGR as part of consulting packages for industries like finance or healthcare, where firms pay for customization, training, and integration into existing workflows. Revenue comes from project-based fees and ongoing support contracts.
License DGR's API to software developers and platforms, charging per API call or through enterprise licenses. Revenue is driven by usage-based pricing, enabling third-party applications to embed auditable reasoning into their tools.
💬 Integration Tip
Start with dgr_min mode for low-stakes decisions to familiarize teams with the JSON output, then scale to dgr_full or dgr_strict as needed for higher-risk scenarios, ensuring proper training on schema validation.
Scored Apr 22, 2026
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